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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAPPC2L is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
76.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
199.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
181.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
178.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
176.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
155.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
154.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
150.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
143.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
141.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
138.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
136.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
134.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
130.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
129.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
129.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
125.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
125.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
124.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
124.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
123.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
121.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
121.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
120.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
119.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
118.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
110.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
110.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
110.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
109.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
107.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
106.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
105.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
105.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
104.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
104.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
103.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
102.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
101.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
100.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
100.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
98.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
98.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
97.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
97.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
96.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
96.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
96.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
95.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
95.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
95.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
95.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
94.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
93.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
93.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
93.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
93.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
92.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
92.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
92.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
91.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
91.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
90.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
90.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
89.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
88.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
88.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
88.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
87.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
86.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
85.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
85.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
85.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
84.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
84.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
83.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
83.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
83.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
82.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
82.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
82.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
81.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
80.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
80.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
80.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
80.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
80.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
80.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
80.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
79.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
79.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
78.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
78.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
78.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
77.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
77.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
77.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
77.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
77.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
77.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
77.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
77.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
77.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
76.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
76.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
75.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
74.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
74.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
74.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
74.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
73.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
73.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
73.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
73.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
73.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
73.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
73.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
73.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
72.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
72.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
72.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
72.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
71.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
71.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
71.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
71.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
71.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
70.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
70.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
70.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
70.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
70.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
69.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
69.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
69.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
68.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
68.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
68.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
68.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
67.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
67.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
67.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
67.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
67.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
67.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
67.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
67.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
67.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
67.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
66.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
66.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
66.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
66.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
66.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
66.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
66.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
65.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
65.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
65.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
65.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
64.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
64.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
64.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
64.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
64.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
64.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
63.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
63.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
63.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
63.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
62.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
62.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
62.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
61.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
61.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
60.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
60.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
60.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
60.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
59.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
59.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
59.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
59.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
59.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
59.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
58.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
58.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
58.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
58.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
57.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
57.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
56.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
56.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
56.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
56.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
56.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
56.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
56.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
56.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
56.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
56.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
55.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
55.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
55.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
55.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
55.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
55.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
55.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
55.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
54.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
54.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
54.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
53.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
53.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
53.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
53.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
53.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
53.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
52.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
52.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
50.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
50.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
50.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
50.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
50.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
49.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
49.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
49.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
49.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
47.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
46.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
46.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
46.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
45.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
45.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
45.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
44.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
44.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
42.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
42.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
42.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
41.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAPPC2L is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.3
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
62.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
39.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
37.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAPPC2L is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
74.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
172.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
152.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
152.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
132.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
132.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
131.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
121.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
114.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
111.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
110.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
106.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
99.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
98.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
97.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
94.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
93.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
89.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
89.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
87.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
87.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
86.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
85.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
84.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
84.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
80.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
79.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
79.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
79.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
78.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
78.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
77.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
77.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
77.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
76.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
76.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
76.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
75.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
75.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
74.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
74.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
72.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
71.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
71.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
71.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
71.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
71.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
70.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
70.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
67.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
67.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
67.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
65.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
64.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
63.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
63.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
62.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
62.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
62.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
60.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
60.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
60.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
59.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
59.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
58.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
58.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
57.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
57.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
56.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
55.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
54.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
52.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
52.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
51.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
51.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
50.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
49.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
49.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
43.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
43.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
41.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
40.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
39.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRAPPC2L is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.2
Number of samples
207
Samples
Sample
Description
TPM
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
49.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
